Huawei ICT Global Grand Prize · 2025.
One marker among several. Selected from a field of 150,000+ students across 85 countries. External validation, not the company's thesis.
Every year, five million preventable deaths[01] occur in low and middle-income hospitals — not from absence of medical knowledge, but from failures of coordination. Patients wait six hours[02] for surgeries that could be scheduled in minutes. One in three claims[03] is denied on first submission. Clinicians spend forty-nine percent[04] of their shift on documentation.
Seven operational domains. One ontology. One execution engine. Edge-first, sovereignty-respecting, deployable in environments where connectivity is a variable, not a given.
Decision support that meets clinicians where they already are. Diagnostic reasoning, treatment protocol alignment, and risk stratification — explainable at every inference, auditable under SPIRIT-AI, CONSORT-AI, and DECIDE-AI.
One marker among several. Selected from a field of 150,000+ students across 85 countries. External validation, not the company's thesis.
Clinical Advisory Board in formation. Adverse event protocol in draft. Human-in-the-loop is a platform primitive, not a feature. SPIRIT-AI, CONSORT-AI, and DECIDE-AI inform every validation study.
Founded from the operating reality of Moroccan tertiary care, not from a Silicon Valley abstraction of it. Every architectural choice answers to a constraint we have personally observed.
I started NovaOR because I witnessed, firsthand, how hospitals fail — not from ignorance, but from fragmentation.
The gap between knowing what a patient needs and delivering it on time, in sequence, with the right hands — that gap kills people. Not because clinicians are incompetent, but because the systems they work within were never designed as systems.
Pilot inquiries. Operational audit, deployment plan, outcomes framework. Every inquiry receives a personal response.
Pre-seed closing now. Executive brief on request; full data room for qualified partners.
FHIR · HL7 · DICOM. Federated network, third-party domains via NovaMarketplace. Technical documentation in progress.